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Search MCP servers and agent skills by name, description, category or topic — 442 results.

MCP Server Stale

Coding-Solo/godot-mcp

A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.

5k JavaScript Updated 3mo ago Score 70
MCP Server Active

Jovancoding/Network-AI

Multi-agent orchestration MCP server with race-condition-safe shared blackboard. 20+ MCP tools: blackboard read/write, agent spawn/stop, FSM transitions, budget tracking, token management, and audit log query. `npx network-ai-server --port 3001`.

69 TypeScript Updated 4d ago Score 68
Agent Skill Active

honeydew-ai/honeydew-ai-coding-agents-plugins

11 skills for the Honeydew semantic layer over Snowflake, Databricks, and BigQuery: model exploration, entity/relation/attribute/metric/context/domain creation, validation, query, filtering, and workspace branching

39 Shell Updated 2d ago Score 66
Agent Skill Active

obra/brainstorming

Generate and explore ideas

264.8k Shell Updated yesterday Score 90
Agent Skill Active

obra/commands

Create and manage command structures

264.8k Shell Updated yesterday Score 90
Agent Skill Active

Leonxlnx/taste-skill

High-agency frontend skill that gives AI good taste with tunable design variance, motion intensity, and visual density to stop generic UI slop

70k JavaScript Updated 9d ago Score 90
MCP Server Active

upstash/context7

Up-to-date code documentation for LLMs and AI code editors.

60.1k TypeScript Updated today Score 90
MCP Server Active

oraios/serena

A fully-featured coding agent that relies on symbolic code operations by using language servers.

27.4k Python Updated today Score 90
MCP Server Active

GLips/Figma-Context-MCP

Provide coding agents direct access to Figma data to help them one-shot design implementation.

15.6k TypeScript Updated 29d ago Score 90
MCP Server Active

wonderwhy-er/DesktopCommanderMCP

A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.

9k TypeScript Updated 2d ago Score 90
MCP Server Official Active

safedep/vet

vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.

1.1k Go Updated 2d ago Score 90
Agent Skill Active

czlonkowski/n8n-code-python

Python coding in n8n Code nodes with limitations

5.9k Shell Updated 3d ago Score 88
MCP Server Active

repowise-dev/repowise

Codebase intelligence for AI coding agents. Indexes a repo into a dependency graph, git history, defect-risk code health, auto-generated docs, and architectural decisions, served as 9 task-shaped MCP tools across 15 languages. Runs 100% local; hosted option available.

4.6k Python Updated today Score 87
Agent Skill Active

microsoft/skill-creator

Guide for creating effective skills for AI coding agents

2.9k TypeScript Updated 4d ago Score 85
Agent Skill Active

microsoft/azure-maps-search-dotnet

Geocoding, routing, and weather services

2.9k TypeScript Updated 4d ago Score 85
Agent Skill Active

NVIDIA/CUDA-Q/cudaq-guide

CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/DALI/dali-dynamic-mode

Use when writing DALI data loading or preprocessing code with `nvidia.dali.experimental.dynamic` (ndd), or when converting DALI pipeline-mode code to dynamic mode, or when the user...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/adding-model-support

Guide for adding support for new LLM or VLM models in Megatron-Bridge.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/build-and-dependency

Dev environment setup for Megatron Bridge — container-based development, uv package management, lockfile regeneration, adding dependencies, Slurm container usage, and common build...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/bump-dependency

Bump a pinned dependency (TransformerEngine, Megatron-LM, NRX, etc.), regenerate the lockfile, open a PR, and drive it to green by attaching a watchdog to the "CICD NeMo" workflow...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/cicd

CI/CD reference for Megatron Bridge — pipeline structure, commit and PR workflow, CI failure investigation, and common failure patterns.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/linting-and-formatting

Code style and quality rules for Megatron Bridge — ruff configuration, naming conventions, type hints, mypy rules, docstrings, copyright headers, logging, and the code review check...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/mlm-bridge-training

Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/multi-node-slurm

Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/nemo-rl-e2e-testing

External NeMo-RL end-to-end validation workflow for Megatron-Bridge model/provider changes, including downstream compatibility checks, external RL lifecycle behavior, Megatron poli...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/parity-testing

Structured framework for verifying numerical parity of HFMCore weight conversions.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-activation-recompute

Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-cpu-offloading

Validate and use CPU offloading in Megatron Bridge, including layer-level activation offloading and fractional optimizer state offloading with HybridDeviceOptimizer.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-cuda-graphs

Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-expert-parallel-overlap

Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-hierarchical-context-parallel

Operational guide for enabling hierarchical context parallelism in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-megatron-fsdp

Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-memory-tuning

Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-comm-overlap

MoE expert-parallel communication overlap in Megatron Bridge.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-dispatcher-selection

Choose the right MoE token dispatcher (`alltoall`, DeepEP, or HybridEP) for the hardware, EP degree, and optimization stage.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-hardware-configs

Representative MoE training playbooks by hardware platform and model family.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-long-context

Long-context MoE training guidance for Megatron Bridge.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-optimization-workflow

Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-vlm-training

Practical guidance for training MoE VLMs in Megatron Bridge.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-parallelism-strategies

Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism configuration.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-sequence-packing

Validate and use packed sequences and long-context training in Megatron-Bridge, distinguishing offline packed SFT for LLMs from in-batch packing for VLMs, and applying the right CP...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-tp-dp-comm-overlap

Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/recipe-recommender

Recommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/resiliency

Resiliency features in Megatron Bridge including fault tolerance, straggler detection, in-process restart, preemption, and re-run state machine.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/testing

Testing reference for Megatron Bridge — unit and functional test layout, tier semantics (L0/L1/L2/flaky), script conventions, running tests locally, adding/moving/disabling tests,...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/verl-e2e-testing

External verl end-to-end validation workflow for Megatron-Bridge model/provider changes.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Core/build-and-dependency

Container-based dev environment setup and dependency management for Megatron-LM.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Core/bump-base-image

Bump the NVIDIA PyTorch base image (`nvcr.io/nvidia/pytorch:-py3`) used by Megatron-LM CI.

2.8k Python Updated today Score 84
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